1 citations · 1 across the 3 of their papers we have counts for
3 papers
Analysis of the Shortcut Learning and Clever Hans Effect in CNN based ECG Image Classification
Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta +1
Deep learning models for ECG image classification may achieve high accuracy by exploiting non-physiological visual cues instead of ECG waveform morphology. Given the black-box natu…
ReMoDEx: A Local-to-Global Relevance-Based Model Decision Explainability Framework for large-Scale Image Datasets
Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta
Deep learning image classifiers achieve strong predictive performance yet remain opaque in how decisions are formed. A model may predict correctly while relying on irrelevant cues,…
Time-Efficient Hybrid Hyperparameter Tuning Approach for Cardiovascular Disease Classification
Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta
Cardiovascular diseases (CVDs) are any serious illness of the heart, which require accurate diagnosis to prevent fatal consequences. Hyperparameter tuning plays a critical role in…